Behavioral Analysis Python Packages

behavioralsignals

Behavioral Signals API SDK - REST and Streaming APIs for Behavioral Processing and Deepfake Detection

gp3sequencespy

Transparent, reproducible sequence analysis in Python. Audit ordered categorical data, discover recurring structure, compare trajectories, model transitions and latent states, test group differences, and report every analytical choice.

runtimeverify

Statistical runtime security for autonomous AI agents. Observe, verify, and enforce agent behavior with deterministic policies, semantic classification, Markov modeling, SPRT, and human approvals.

gsh-framework

Open-source hunt playbooks and a policy-driven Sentinel reference framework for detecting runaway AI agents, unauthorized tool calls, behavioral drift, DNS exfiltration, and poisoned MCP tools. MITRE ATLAS mapped.

clickproof

Content-addressed GUI action facts for computer-use agents

drift-detector-agent

Behavioral drift detection for LLM agents — catch vocabulary loss, tool changes, loops, and stagnation before they break production.

iris-security

Real-time behavioral security monitor for LLM agent systems. Detects prompt injection, cross-agent collusion, credential exfiltration, and behavioral drift — in under 1ms.

soma-ai

The nervous system for AI agents. Behavioral monitoring, pressure graphs, and directive control.